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In this chapter, we detail the opportunity for AI in IT Operations management along with the procedures that we are establishing at IBM as A part of the IBM Cloud Pak® for Watson AIOps product or service. We're going to describe how semi-structured software and infrastructure logs are analyzed to predict anomalies early, how entities are extracted